Construction of a academic misconduct prevention system through"cognition-institution-technology"synergy-based under the perspective of artificial intelligence
10.3969/j.issn.1006-7795.2025.04.026
- VernacularTitle:人工智能视域下"认知-制度-技术"协同的学术不端防范体系的构建
- Author:
Xingmei PANG
1
;
Zhiyun XIE
Author Information
1. 山东大学齐鲁医院图书馆,济南 250012
- Publication Type:Journal Article
- Keywords:
artificial intelligence;
academic misconduct prevention;
academic ethics awareness;
institutional safeguards;
technology-enabled;
cognition-institution-technology synergy-based;
prevention system construction
- From:
Journal of Capital Medical University
2025;46(4):754-761
- CountryChina
- Language:Chinese
-
Abstract:
In recent years,academic misconduct has shown an alarming escalation trend.Particularly in the artificial intelligence environment,these improper behaviors have become more covert and complex,increasingly difficult to distinguish and identify.This study establishes a three-dimensional academic misconduct prevention system through enhancing stakeholder awareness,standardizing research integrity policies,and implementing advanced"dynamic adversarial"artificial intelligence generated content(AIGC)detection technologies(e.g.,tracing with blockchain and neural network fingerprinting,deep learning algorithms,multimodal and cross-lingual detection).By integrating cognition,institution,and technology dimensions,the framework constructs a"value-driven-institutional-safeguarded-technology-empowered"synergistic governance model.Within dynamic environments,these three elements interact through synergistic effects and positive feedback loops to form governance synergy,providing innovative solutions for academic integrity construction.
